How do you get started with Smarter?

The project provides a 1-click Docker quickstart that takes around 20 minutes. You clone the repository, add credentials to a .env file, run make init to set up a Python virtual environment and local MySQL database, and then make run to start a local web server at http://localhost:9357/.

What LLM providers does Smarter support?

Smarter is LLM provider-agnostic and provides seamless integration with DeepSeek, Google AI, Meta AI, and OpenAI.

What enterprise systems can Smarter integrate with?

Smarter includes a React-based chat UI compatible with NPM, WordPress, Squarespace, Drupal, Office 365, SharePoint, .Net, NetSuite, Salesforce.com, and SAP. It also connects to REST APIs and SQL databases without requiring custom orchestration code.

Large Language ModelsAI Coding AssistantsOpen-Source AIHacker NewsAug 17, 2026Aug 17, 2026, 10:02 JST

Smarter: open-source AI platform uses Kubernetes-style YAML for enterprise workflows

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3 Key Points

What happened
Smarter, an open-source platform, lets teams define AI agents, prompts, tools, and integrations using YAML manifests (declarative configuration files inspired by Kubernetes) and deploy them via web UI, CLI, API, or Kubernetes—without writing custom orchestration code.
Why it matters
Organizations building enterprise AI systems often scatter orchestration logic across multiple code files. Smarter consolidates that into a single declarative system, reducing complexity for teams managing AI workflows, customer-facing chat solutions, and agentic systems. It integrates with LLMs from DeepSeek, Google AI, Meta AI, and OpenAI, plus REST APIs and SQL databases.
What to watch
The project includes a 1-click Docker quickstart (taking around 20 minutes), a React-based chat UI compatible with WordPress, Drupal, Salesforce, SAP, and other platforms, and enterprise features like role-based security, credentials management, and audit logging. Documentation and onboarding resources are publicly available at docs.smarter.sh.

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Context & Analysis

Smarter addresses a common pain point in enterprise AI deployment: the fragmentation of orchestration logic across multiple files and systems. By adopting a Kubernetes-inspired declarative model using YAML manifests, the platform reduces boilerplate and makes AI workflows more portable across environments—whether running on-premises, in Kubernetes clusters, or in the cloud. The platform's design reflects lessons from infrastructure-as-code practices, where declaring desired state in files (rather than writing imperative scripts) simplifies versioning, testing, and team collaboration.

The choice to support multiple LLM providers—DeepSeek, Google AI, Meta AI, and OpenAI—positions Smarter as a vendor-neutral layer, reducing lock-in and allowing teams to swap or combine models as costs and capabilities evolve. Integration with enterprise systems (Salesforce, SAP, SharePoint) and the inclusion of role-based security, audit logging, and cost accounting suggest the platform is built for regulated, large-scale deployments where governance and traceability are non-negotiable.

FAQ

How do you get started with Smarter?: The project provides a 1-click Docker quickstart that takes around 20 minutes. You clone the repository, add credentials to a .env file, run make init to set up a Python virtual environment and local MySQL database, and then make run to start a local web server at http://localhost:9357/.
What LLM providers does Smarter support?: Smarter is LLM provider-agnostic and provides seamless integration with DeepSeek, Google AI, Meta AI, and OpenAI.
What enterprise systems can Smarter integrate with?: Smarter includes a React-based chat UI compatible with NPM, WordPress, Squarespace, Drupal, Office 365, SharePoint, .Net, NetSuite, Salesforce.com, and SAP. It also connects to REST APIs and SQL databases without requiring custom orchestration code.

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